Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001094

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000678

distance 0.189

#2 · Sataracell 4940000679

distance 0.195

#3 · Sataracell 4940001093

distance 0.206

#4 · Chhatrapati Sambhajinagarcell 4690001452

distance 0.218 · cross-district

#5 · Buldhanacell 4720004033

distance 0.229 · cross-district

#6 · Sataracell 4940000911

distance 0.233

#7 · Chhatrapati Sambhajinagarcell 4690002296

distance 0.233 · cross-district

#8 · Buldhanacell 4720003355

distance 0.238 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002295

distance 0.239 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001030

distance 0.241 · cross-district

#11 · Buldhanacell 4720003203

distance 0.241 · cross-district

#12 · Sataracell 4940000742

distance 0.242

#13 · Buldhanacell 4720003275

distance 0.243 · cross-district

#14 · Beedcell 4700006216

distance 0.245 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002924

distance 0.246 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002623

distance 0.247 · cross-district

#17 · Buldhanacell 4720003272

distance 0.247 · cross-district

#18 · Buldhanacell 4720003508

distance 0.248 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940001094}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.